1. SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model
- Author
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Wu, Dayong, Li, Jiaqi, Wang, Baoxin, Zhao, Honghong, Xue, Siyuan, Yang, Yanjie, Chang, Zhijun, Zhang, Rui, Qian, Li, Wang, Bo, Wang, Shijin, Zhang, Zhixiong, and Hu, Guoping
- Subjects
Computer Science - Computation and Language - Abstract
Large language models (LLMs) have shown remarkable achievements across various language tasks.To enhance the performance of LLMs in scientific literature services, we developed the scientific literature LLM (SciLit-LLM) through pre-training and supervised fine-tuning on scientific literature, building upon the iFLYTEK Spark LLM. Furthermore, we present a knowledge service system Spark Research Assistant (SparkRA) based on our SciLit-LLM. SparkRA is accessible online and provides three primary functions: literature investigation, paper reading, and academic writing. As of July 30, 2024, SparkRA has garnered over 50,000 registered users, with a total usage count exceeding 1.3 million.
- Published
- 2024